Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 181136 |
| Missing cells | 4262237 |
| Missing cells (%) | 84.0% |
| Duplicate rows | 5878 |
| Duplicate rows (%) | 3.2% |
| Total size in memory | 38.7 MiB |
| Average record size in memory | 224.0 B |
Variable types
| Numeric | 1 |
|---|---|
| Categorical | 10 |
| Text | 9 |
| Unsupported | 8 |
Carrier has constant value "Tata Docomo" | Constant |
Unnamed: 20 has constant value "0.0" | Constant |
Unnamed: 22 has constant value "user" | Constant |
Unnamed: 23 has constant value "0.9" | Constant |
Unnamed: 24 has constant value "0.0" | Constant |
| Dataset has 5878 (3.2%) duplicate rows | Duplicates |
Number is highly overall correlated with Unnamed: 19 | High correlation |
Unnamed: 10 is highly overall correlated with Unnamed: 11 and 3 other fields | High correlation |
Unnamed: 11 is highly overall correlated with Unnamed: 10 and 3 other fields | High correlation |
Unnamed: 12 is highly overall correlated with Unnamed: 10 and 4 other fields | High correlation |
Unnamed: 13 is highly overall correlated with Unnamed: 10 and 3 other fields | High correlation |
Unnamed: 14 is highly overall correlated with Unnamed: 10 and 3 other fields | High correlation |
Unnamed: 19 is highly overall correlated with Number and 1 other fields | High correlation |
Unnamed: 10 is highly imbalanced (59.1%) | Imbalance |
Unnamed: 11 is highly imbalanced (59.0%) | Imbalance |
Unnamed: 12 is highly imbalanced (66.4%) | Imbalance |
Unnamed: 14 is highly imbalanced (52.2%) | Imbalance |
Name has 9501 (5.2%) missing values | Missing |
Gender has 171124 (94.5%) missing values | Missing |
JobTitle has 174970 (96.6%) missing values | Missing |
CompanyName has 176976 (97.7%) missing values | Missing |
Email has 121588 (67.1%) missing values | Missing |
Facebook has 176944 (97.7%) missing values | Missing |
Twitter has 178440 (98.5%) missing values | Missing |
Unnamed: 10 has 177169 (97.8%) missing values | Missing |
Unnamed: 11 has 178696 (98.7%) missing values | Missing |
Unnamed: 12 has 179976 (99.4%) missing values | Missing |
Unnamed: 13 has 180811 (99.8%) missing values | Missing |
Unnamed: 14 has 181022 (99.9%) missing values | Missing |
Unnamed: 15 has 181105 (> 99.9%) missing values | Missing |
Unnamed: 16 has 181119 (> 99.9%) missing values | Missing |
Unnamed: 17 has 181128 (> 99.9%) missing values | Missing |
Unnamed: 18 has 181133 (> 99.9%) missing values | Missing |
Unnamed: 19 has 181134 (> 99.9%) missing values | Missing |
Unnamed: 20 has 181135 (> 99.9%) missing values | Missing |
Unnamed: 21 has 181136 (100.0%) missing values | Missing |
Unnamed: 22 has 181135 (> 99.9%) missing values | Missing |
Unnamed: 23 has 181135 (> 99.9%) missing values | Missing |
Unnamed: 24 has 181135 (> 99.9%) missing values | Missing |
Unnamed: 25 has 181136 (100.0%) missing values | Missing |
Unnamed: 26 has 181136 (100.0%) missing values | Missing |
Unnamed: 27 has 181136 (100.0%) missing values | Missing |
Unnamed: 19 is uniformly distributed | Uniform |
Unnamed: 15 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 16 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 17 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 18 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 21 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 25 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 26 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 27 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2024-07-17 23:44:14.697698 |
|---|---|
| Analysis finished | 2024-07-17 23:44:31.230565 |
| Duration | 16.53 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
Number
Real number (ℝ)
HIGH CORRELATION
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.173685 × 1011 |
| Minimum | 9.17207 × 1011 |
|---|---|
| Maximum | 9.17842 × 1011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 9.17207 × 1011 |
|---|---|
| 5-th percentile | 9.17207 × 1011 |
| Q1 | 9.17208 × 1011 |
| median | 9.17416 × 1011 |
| Q3 | 9.17417 × 1011 |
| 95-th percentile | 9.17842 × 1011 |
| Maximum | 9.17842 × 1011 |
| Range | 6.35 × 108 |
| Interquartile range (IQR) | 2.09 × 108 |
Descriptive statistics
| Standard deviation | 1.9675842 × 108 |
|---|---|
| Coefficient of variation (CV) | 0.00021448134 |
| Kurtosis | 0.70442338 |
| Mean | 9.173685 × 1011 |
| Median Absolute Deviation (MAD) | 2.08 × 108 |
| Skewness | 1.2445991 |
| Sum | 1.6616846 × 1017 |
| Variance | 3.8713878 × 1016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 9.17207 × 1011 | 44775 | |
| 9.17208 × 1011 | 41612 | |
| 9.17417 × 1011 | 35999 | |
| 9.17416 × 1011 | 33576 | |
| 9.17842 × 1011 | 17804 | 9.8% |
| 9.17659 × 1011 | 4926 | 2.7% |
| 9.17658 × 1011 | 2444 | 1.3% |
| Value | Count | Frequency (%) |
| 9.17207 × 1011 | 44775 | |
| 9.17208 × 1011 | 41612 | |
| 9.17416 × 1011 | 33576 | |
| 9.17417 × 1011 | 35999 | |
| 9.17658 × 1011 | 2444 | 1.3% |
| 9.17659 × 1011 | 4926 | 2.7% |
| 9.17842 × 1011 | 17804 | 9.8% |
| Value | Count | Frequency (%) |
| 9.17842 × 1011 | 17804 | 9.8% |
| 9.17659 × 1011 | 4926 | 2.7% |
| 9.17658 × 1011 | 2444 | 1.3% |
| 9.17417 × 1011 | 35999 | |
| 9.17416 × 1011 | 33576 | |
| 9.17208 × 1011 | 41612 | |
| 9.17207 × 1011 | 44775 |
Carrier
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| Tata Docomo |
|---|
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 11 |
| Min length | 11 |
Characters and Unicode
| Total characters | 1992496 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Tata Docomo |
|---|---|
| 2nd row | Tata Docomo |
| 3rd row | Tata Docomo |
| 4th row | Tata Docomo |
| 5th row | Tata Docomo |
Common Values
| Value | Count | Frequency (%) |
| Tata Docomo | 181136 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| tata | 181136 | |
| docomo | 181136 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 543408 | |
| a | 362272 | |
| T | 181136 | 9.1% |
| t | 181136 | 9.1% |
| 181136 | 9.1% | |
| D | 181136 | 9.1% |
| c | 181136 | 9.1% |
| m | 181136 | 9.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1992496 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 543408 | |
| a | 362272 | |
| T | 181136 | 9.1% |
| t | 181136 | 9.1% |
| 181136 | 9.1% | |
| D | 181136 | 9.1% |
| c | 181136 | 9.1% |
| m | 181136 | 9.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1992496 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 543408 | |
| a | 362272 | |
| T | 181136 | 9.1% |
| t | 181136 | 9.1% |
| 181136 | 9.1% | |
| D | 181136 | 9.1% |
| c | 181136 | 9.1% |
| m | 181136 | 9.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1992496 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 543408 | |
| a | 362272 | |
| T | 181136 | 9.1% |
| t | 181136 | 9.1% |
| 181136 | 9.1% | |
| D | 181136 | 9.1% |
| c | 181136 | 9.1% |
| m | 181136 | 9.1% |
Name
Text
MISSING
| Distinct | 130621 |
|---|---|
| Distinct (%) | 76.1% |
| Missing | 9501 |
| Missing (%) | 5.2% |
| Memory size | 1.4 MiB |
Length
| Max length | 338 |
|---|---|
| Median length | 87 |
| Mean length | 11.747435 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2016271 |
|---|---|
| Distinct characters | 187 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 120512 ? |
|---|---|
| Unique (%) | 70.2% |
Sample
| 1st row | Hire Kart Cabs |
|---|---|
| 2nd row | Majith Shareef |
| 3rd row | Shivani |
| 4th row | Reddy Kailasgeri Photo |
| 5th row | A. E. T Rohith 1 |
| Value | Count | Frequency (%) |
| kumar | 5806 | 1.7% |
| reddy | 3529 | 1.0% |
| sai | 2988 | 0.9% |
| k | 2534 | 0.7% |
| s | 2286 | 0.7% |
| 1981 | 0.6% | |
| 2 | 1974 | 0.6% |
| m | 1963 | 0.6% |
| krishna | 1749 | 0.5% |
| shaik | 1714 | 0.5% |
| Other values (63243) | 315676 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 323416 | |
| 170626 | 8.5% | |
| i | 127860 | 6.3% |
| h | 108396 | 5.4% |
| n | 107991 | 5.4% |
| r | 104222 | 5.2% |
| e | 92014 | 4.6% |
| u | 74505 | 3.7% |
| d | 61154 | 3.0% |
| s | 58893 | 2.9% |
| Other values (177) | 787194 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2016271 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 323416 | |
| 170626 | 8.5% | |
| i | 127860 | 6.3% |
| h | 108396 | 5.4% |
| n | 107991 | 5.4% |
| r | 104222 | 5.2% |
| e | 92014 | 4.6% |
| u | 74505 | 3.7% |
| d | 61154 | 3.0% |
| s | 58893 | 2.9% |
| Other values (177) | 787194 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2016271 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 323416 | |
| 170626 | 8.5% | |
| i | 127860 | 6.3% |
| h | 108396 | 5.4% |
| n | 107991 | 5.4% |
| r | 104222 | 5.2% |
| e | 92014 | 4.6% |
| u | 74505 | 3.7% |
| d | 61154 | 3.0% |
| s | 58893 | 2.9% |
| Other values (177) | 787194 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2016271 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 323416 | |
| 170626 | 8.5% | |
| i | 127860 | 6.3% |
| h | 108396 | 5.4% |
| n | 107991 | 5.4% |
| r | 104222 | 5.2% |
| e | 92014 | 4.6% |
| u | 74505 | 3.7% |
| d | 61154 | 3.0% |
| s | 58893 | 2.9% |
| Other values (177) | 787194 |
Gender
Text
MISSING
| Distinct | 242 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 171124 |
| Missing (%) | 94.5% |
| Memory size | 1.4 MiB |
Length
| Max length | 35 |
|---|---|
| Median length | 4 |
| Mean length | 4.3545745 |
| Min length | 1 |
Characters and Unicode
| Total characters | 43598 |
|---|---|
| Distinct characters | 81 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 212 ? |
|---|---|
| Unique (%) | 2.1% |
Sample
| 1st row | MALE |
|---|---|
| 2nd row | MALE |
| 3rd row | MALE |
| 4th row | FEMALE |
| 5th row | FEMALE |
| Value | Count | Frequency (%) |
| male | 8220 | |
| female | 1488 | 14.8% |
| v | 15 | 0.1% |
| 2 | 13 | 0.1% |
| s | 9 | 0.1% |
| i | 7 | 0.1% |
| m | 5 | < 0.1% |
| k | 5 | < 0.1% |
| d | 5 | < 0.1% |
| c | 4 | < 0.1% |
| Other values (256) | 305 | 3.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 11201 | |
| M | 9729 | |
| A | 9719 | |
| L | 9715 | |
| F | 1489 | 3.4% |
| 241 | 0.6% | |
| a | 225 | 0.5% |
| r | 83 | 0.2% |
| e | 73 | 0.2% |
| n | 71 | 0.2% |
| Other values (71) | 1052 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 43598 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 11201 | |
| M | 9729 | |
| A | 9719 | |
| L | 9715 | |
| F | 1489 | 3.4% |
| 241 | 0.6% | |
| a | 225 | 0.5% |
| r | 83 | 0.2% |
| e | 73 | 0.2% |
| n | 71 | 0.2% |
| Other values (71) | 1052 | 2.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 43598 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 11201 | |
| M | 9729 | |
| A | 9719 | |
| L | 9715 | |
| F | 1489 | 3.4% |
| 241 | 0.6% | |
| a | 225 | 0.5% |
| r | 83 | 0.2% |
| e | 73 | 0.2% |
| n | 71 | 0.2% |
| Other values (71) | 1052 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 43598 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 11201 | |
| M | 9729 | |
| A | 9719 | |
| L | 9715 | |
| F | 1489 | 3.4% |
| 241 | 0.6% | |
| a | 225 | 0.5% |
| r | 83 | 0.2% |
| e | 73 | 0.2% |
| n | 71 | 0.2% |
| Other values (71) | 1052 | 2.4% |
State
Text
| Distinct | 1751 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 317 |
| Missing (%) | 0.2% |
| Memory size | 1.4 MiB |
Length
| Max length | 96 |
|---|---|
| Median length | 17 |
| Mean length | 15.702011 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2839222 |
|---|---|
| Distinct characters | 116 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1540 ? |
|---|---|
| Unique (%) | 0.9% |
Sample
| 1st row | Andhra Pradesh in |
|---|---|
| 2nd row | Andhra Pradesh in |
| 3rd row | Andhra Pradesh |
| 4th row | Andhra Pradesh |
| 5th row | Andhra Pradesh |
| Value | Count | Frequency (%) |
| pradesh | 168471 | |
| andhra | 168469 | |
| in | 94886 | |
| punjab | 6907 | 1.5% |
| hyderabad | 2852 | 0.6% |
| kotma | 422 | 0.1% |
| vijayawada | 225 | 0.1% |
| visakhapatnam | 209 | < 0.1% |
| guntur | 132 | < 0.1% |
| nagar | 115 | < 0.1% |
| Other values (1954) | 4792 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 358146 | |
| 348591 | ||
| d | 344369 | |
| r | 342335 | |
| h | 338408 | |
| n | 272797 | |
| P | 175528 | |
| e | 173079 | |
| s | 169255 | |
| A | 168896 | |
| Other values (106) | 147818 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2839222 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 358146 | |
| 348591 | ||
| d | 344369 | |
| r | 342335 | |
| h | 338408 | |
| n | 272797 | |
| P | 175528 | |
| e | 173079 | |
| s | 169255 | |
| A | 168896 | |
| Other values (106) | 147818 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2839222 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 358146 | |
| 348591 | ||
| d | 344369 | |
| r | 342335 | |
| h | 338408 | |
| n | 272797 | |
| P | 175528 | |
| e | 173079 | |
| s | 169255 | |
| A | 168896 | |
| Other values (106) | 147818 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2839222 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 358146 | |
| 348591 | ||
| d | 344369 | |
| r | 342335 | |
| h | 338408 | |
| n | 272797 | |
| P | 175528 | |
| e | 173079 | |
| s | 169255 | |
| A | 168896 | |
| Other values (106) | 147818 |
JobTitle
Text
MISSING
| Distinct | 1807 |
|---|---|
| Distinct (%) | 29.3% |
| Missing | 174970 |
| Missing (%) | 96.6% |
| Memory size | 1.4 MiB |
Length
| Max length | 54 |
|---|---|
| Median length | 44 |
| Mean length | 10.221051 |
| Min length | 1 |
Characters and Unicode
| Total characters | 63023 |
|---|---|
| Distinct characters | 124 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1513 ? |
|---|---|
| Unique (%) | 24.5% |
Sample
| 1st row | Andhra Pradesh Hyderabad |
|---|---|
| 2nd row | 522101 |
| 3rd row | India Tirupathi |
| 4th row | Andhra Pradesh Hyderabad |
| 5th row | in |
| Value | Count | Frequency (%) |
| in | 1936 | |
| pradesh | 1380 | |
| andhra | 951 | 9.9% |
| hyderabad | 791 | 8.2% |
| india | 603 | 6.3% |
| madhya | 426 | 4.4% |
| vijayawada | 127 | 1.3% |
| bangalore | 55 | 0.6% |
| 37 | 0.4% | |
| engineer | 36 | 0.4% |
| Other values (1857) | 3300 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 8171 | |
| 8156 | ||
| d | 5527 | 8.8% |
| n | 4605 | 7.3% |
| r | 4384 | 7.0% |
| i | 3735 | 5.9% |
| e | 3348 | 5.3% |
| h | 3329 | 5.3% |
| s | 1993 | 3.2% |
| y | 1554 | 2.5% |
| Other values (114) | 18221 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 63023 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 8171 | |
| 8156 | ||
| d | 5527 | 8.8% |
| n | 4605 | 7.3% |
| r | 4384 | 7.0% |
| i | 3735 | 5.9% |
| e | 3348 | 5.3% |
| h | 3329 | 5.3% |
| s | 1993 | 3.2% |
| y | 1554 | 2.5% |
| Other values (114) | 18221 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 63023 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 8171 | |
| 8156 | ||
| d | 5527 | 8.8% |
| n | 4605 | 7.3% |
| r | 4384 | 7.0% |
| i | 3735 | 5.9% |
| e | 3348 | 5.3% |
| h | 3329 | 5.3% |
| s | 1993 | 3.2% |
| y | 1554 | 2.5% |
| Other values (114) | 18221 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 63023 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 8171 | |
| 8156 | ||
| d | 5527 | 8.8% |
| n | 4605 | 7.3% |
| r | 4384 | 7.0% |
| i | 3735 | 5.9% |
| e | 3348 | 5.3% |
| h | 3329 | 5.3% |
| s | 1993 | 3.2% |
| y | 1554 | 2.5% |
| Other values (114) | 18221 |
CompanyName
Text
MISSING
| Distinct | 1818 |
|---|---|
| Distinct (%) | 43.7% |
| Missing | 176976 |
| Missing (%) | 97.7% |
| Memory size | 1.4 MiB |
Length
| Max length | 45 |
|---|---|
| Median length | 41 |
| Mean length | 9.7947115 |
| Min length | 1 |
Characters and Unicode
| Total characters | 40746 |
|---|---|
| Distinct characters | 126 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1599 ? |
|---|---|
| Unique (%) | 38.4% |
Sample
| 1st row | Andhra Pradesh |
|---|---|
| 2nd row | Bapatla |
| 3rd row | India |
| 4th row | Andhra Pradesh |
| 5th row | Visakhapatnam |
| Value | Count | Frequency (%) |
| india | 726 | 12.1% |
| pradesh | 587 | 9.8% |
| andhra | 579 | 9.7% |
| in | 385 | 6.4% |
| hyderabad | 229 | 3.8% |
| 40 | 0.7% | |
| ltd | 38 | 0.6% |
| vijayawada | 29 | 0.5% |
| bank | 28 | 0.5% |
| hyd | 27 | 0.5% |
| Other values (1984) | 3316 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 5001 | 12.3% |
| 4337 | 10.6% | |
| d | 3003 | 7.4% |
| n | 2985 | 7.3% |
| r | 2664 | 6.5% |
| i | 2474 | 6.1% |
| e | 2187 | 5.4% |
| h | 1715 | 4.2% |
| s | 1409 | 3.5% |
| t | 1121 | 2.8% |
| Other values (116) | 13850 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40746 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 5001 | 12.3% |
| 4337 | 10.6% | |
| d | 3003 | 7.4% |
| n | 2985 | 7.3% |
| r | 2664 | 6.5% |
| i | 2474 | 6.1% |
| e | 2187 | 5.4% |
| h | 1715 | 4.2% |
| s | 1409 | 3.5% |
| t | 1121 | 2.8% |
| Other values (116) | 13850 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40746 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 5001 | 12.3% |
| 4337 | 10.6% | |
| d | 3003 | 7.4% |
| n | 2985 | 7.3% |
| r | 2664 | 6.5% |
| i | 2474 | 6.1% |
| e | 2187 | 5.4% |
| h | 1715 | 4.2% |
| s | 1409 | 3.5% |
| t | 1121 | 2.8% |
| Other values (116) | 13850 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40746 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 5001 | 12.3% |
| 4337 | 10.6% | |
| d | 3003 | 7.4% |
| n | 2985 | 7.3% |
| r | 2664 | 6.5% |
| i | 2474 | 6.1% |
| e | 2187 | 5.4% |
| h | 1715 | 4.2% |
| s | 1409 | 3.5% |
| t | 1121 | 2.8% |
| Other values (116) | 13850 |
Email
Text
MISSING
| Distinct | 57315 |
|---|---|
| Distinct (%) | 96.3% |
| Missing | 121588 |
| Missing (%) | 67.1% |
| Memory size | 1.4 MiB |
Length
| Max length | 100 |
|---|---|
| Median length | 50 |
| Mean length | 22.850373 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1360694 |
|---|---|
| Distinct characters | 114 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 57188 ? |
|---|---|
| Unique (%) | 96.0% |
Sample
| 1st row | sanjeeva.g@hirekart.com |
|---|---|
| 2nd row | abdulmoid7866@gmail.com |
| 3rd row | sruthidolls16@gmail.com |
| 4th row | vindiv.singla@gmail.com |
| 5th row | gauravj43@gmail.com |
| Value | Count | Frequency (%) |
| in | 1939 | 3.2% |
| pradesh | 123 | 0.2% |
| andhra | 122 | 0.2% |
| hyderabad | 27 | < 0.1% |
| india | 13 | < 0.1% |
| abc@gmail.com | 12 | < 0.1% |
| student | 8 | < 0.1% |
| telangana | 8 | < 0.1% |
| 8 | < 0.1% | |
| maharashtra | 7 | < 0.1% |
| Other values (57471) | 57705 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 181831 | 13.4% |
| m | 140703 | 10.3% |
| i | 106217 | 7.8% |
| l | 77009 | 5.7% |
| o | 75910 | 5.6% |
| . | 69915 | 5.1% |
| g | 65682 | 4.8% |
| c | 63883 | 4.7% |
| @ | 57054 | 4.2% |
| r | 48517 | 3.6% |
| Other values (104) | 473973 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1360694 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 181831 | 13.4% |
| m | 140703 | 10.3% |
| i | 106217 | 7.8% |
| l | 77009 | 5.7% |
| o | 75910 | 5.6% |
| . | 69915 | 5.1% |
| g | 65682 | 4.8% |
| c | 63883 | 4.7% |
| @ | 57054 | 4.2% |
| r | 48517 | 3.6% |
| Other values (104) | 473973 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1360694 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 181831 | 13.4% |
| m | 140703 | 10.3% |
| i | 106217 | 7.8% |
| l | 77009 | 5.7% |
| o | 75910 | 5.6% |
| . | 69915 | 5.1% |
| g | 65682 | 4.8% |
| c | 63883 | 4.7% |
| @ | 57054 | 4.2% |
| r | 48517 | 3.6% |
| Other values (104) | 473973 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1360694 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 181831 | 13.4% |
| m | 140703 | 10.3% |
| i | 106217 | 7.8% |
| l | 77009 | 5.7% |
| o | 75910 | 5.6% |
| . | 69915 | 5.1% |
| g | 65682 | 4.8% |
| c | 63883 | 4.7% |
| @ | 57054 | 4.2% |
| r | 48517 | 3.6% |
| Other values (104) | 473973 |
Facebook
Text
MISSING
| Distinct | 1598 |
|---|---|
| Distinct (%) | 38.1% |
| Missing | 176944 |
| Missing (%) | 97.7% |
| Memory size | 1.4 MiB |
Length
| Max length | 93 |
|---|---|
| Median length | 8 |
| Mean length | 9.6331107 |
| Min length | 1 |
Characters and Unicode
| Total characters | 40382 |
|---|---|
| Distinct characters | 115 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1115 ? |
|---|---|
| Unique (%) | 26.6% |
Sample
| 1st row | 1.00E+14 |
|---|---|
| 2nd row | 1.00E+14 |
| 3rd row | Stundent |
| 4th row | 1.62E+15 |
| 5th row | 1.00E+14 |
| Value | Count | Frequency (%) |
| 1.00e+14 | 1190 | 26.4% |
| in | 173 | 3.8% |
| 1.02e+16 | 16 | 0.4% |
| 1.90e+15 | 14 | 0.3% |
| 1.80e+15 | 13 | 0.3% |
| 1.78e+15 | 12 | 0.3% |
| 12 | 0.3% | |
| 1.97e+15 | 11 | 0.2% |
| 2.12e+15 | 11 | 0.2% |
| ltd | 10 | 0.2% |
| Other values (1775) | 3052 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 5904 | |
| . | 3666 | 9.1% |
| 4 | 3224 | 8.0% |
| E | 3195 | 7.9% |
| + | 3138 | 7.8% |
| 0 | 3057 | 7.6% |
| a | 1504 | 3.7% |
| 5 | 1297 | 3.2% |
| i | 1058 | 2.6% |
| 2 | 986 | 2.4% |
| Other values (105) | 13353 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40382 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5904 | |
| . | 3666 | 9.1% |
| 4 | 3224 | 8.0% |
| E | 3195 | 7.9% |
| + | 3138 | 7.8% |
| 0 | 3057 | 7.6% |
| a | 1504 | 3.7% |
| 5 | 1297 | 3.2% |
| i | 1058 | 2.6% |
| 2 | 986 | 2.4% |
| Other values (105) | 13353 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40382 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5904 | |
| . | 3666 | 9.1% |
| 4 | 3224 | 8.0% |
| E | 3195 | 7.9% |
| + | 3138 | 7.8% |
| 0 | 3057 | 7.6% |
| a | 1504 | 3.7% |
| 5 | 1297 | 3.2% |
| i | 1058 | 2.6% |
| 2 | 986 | 2.4% |
| Other values (105) | 13353 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40382 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5904 | |
| . | 3666 | 9.1% |
| 4 | 3224 | 8.0% |
| E | 3195 | 7.9% |
| + | 3138 | 7.8% |
| 0 | 3057 | 7.6% |
| a | 1504 | 3.7% |
| 5 | 1297 | 3.2% |
| i | 1058 | 2.6% |
| 2 | 986 | 2.4% |
| Other values (105) | 13353 |
Twitter
Text
MISSING
| Distinct | 2148 |
|---|---|
| Distinct (%) | 79.7% |
| Missing | 178440 |
| Missing (%) | 98.5% |
| Memory size | 1.4 MiB |
Length
| Max length | 50 |
|---|---|
| Median length | 38 |
| Mean length | 18.00816 |
| Min length | 2 |
Characters and Unicode
| Total characters | 48550 |
|---|---|
| Distinct characters | 75 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2050 ? |
|---|---|
| Unique (%) | 76.0% |
Sample
| 1st row | praveengupta.mankala@gmail.com |
|---|---|
| 2nd row | vjfriends4ever@gmail.com |
| 3rd row | kandularani@gmail.com |
| 4th row | 7207000642.in@gmail.com |
| 5th row | 1.63E+15 |
| Value | Count | Frequency (%) |
| 1.00e+14 | 388 | 14.1% |
| in | 13 | 0.5% |
| 1.02e+16 | 9 | 0.3% |
| 2.00e+15 | 6 | 0.2% |
| 1.61e+15 | 5 | 0.2% |
| hyderabad | 5 | 0.2% |
| 1.63e+15 | 5 | 0.2% |
| india | 5 | 0.2% |
| 1.64e+15 | 4 | 0.1% |
| 1.70e+15 | 4 | 0.1% |
| Other values (2185) | 2308 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 5358 | 11.0% |
| m | 4048 | 8.3% |
| i | 3141 | 6.5% |
| . | 2980 | 6.1% |
| o | 2441 | 5.0% |
| l | 2238 | 4.6% |
| 1 | 2060 | 4.2% |
| c | 1938 | 4.0% |
| g | 1847 | 3.8% |
| @ | 1678 | 3.5% |
| Other values (65) | 20821 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 48550 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 5358 | 11.0% |
| m | 4048 | 8.3% |
| i | 3141 | 6.5% |
| . | 2980 | 6.1% |
| o | 2441 | 5.0% |
| l | 2238 | 4.6% |
| 1 | 2060 | 4.2% |
| c | 1938 | 4.0% |
| g | 1847 | 3.8% |
| @ | 1678 | 3.5% |
| Other values (65) | 20821 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 48550 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 5358 | 11.0% |
| m | 4048 | 8.3% |
| i | 3141 | 6.5% |
| . | 2980 | 6.1% |
| o | 2441 | 5.0% |
| l | 2238 | 4.6% |
| 1 | 2060 | 4.2% |
| c | 1938 | 4.0% |
| g | 1847 | 3.8% |
| @ | 1678 | 3.5% |
| Other values (65) | 20821 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 48550 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 5358 | 11.0% |
| m | 4048 | 8.3% |
| i | 3141 | 6.5% |
| . | 2980 | 6.1% |
| o | 2441 | 5.0% |
| l | 2238 | 4.6% |
| 1 | 2060 | 4.2% |
| c | 1938 | 4.0% |
| g | 1847 | 3.8% |
| @ | 1678 | 3.5% |
| Other values (65) | 20821 |
Unnamed: 10
Categorical
HIGH CORRELATION IMBALANCE MISSING
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 177169 |
| Missing (%) | 97.8% |
| Memory size | 1.4 MiB |
| 0 | |
|---|---|
| 0.9 | |
| user | |
| verified | |
| 20 | |
| Other values (19) | 29 |
Length
| Max length | 27 |
|---|---|
| Median length | 22 |
| Mean length | 2.7229645 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10802 |
|---|---|
| Distinct characters | 41 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 16 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0.9 |
| 3rd row | 0.9 |
| 4th row | user |
| 5th row | 0.9 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1685 | 0.9% |
| 0.9 | 1293 | 0.7% |
| user | 645 | 0.4% |
| verified | 295 | 0.2% |
| 20 | < 0.1% | |
| College | 7 | < 0.1% |
| premium | 4 | < 0.1% |
| Information technology | 2 | < 0.1% |
| 0.31984797 | 1 | < 0.1% |
| Police | 1 | < 0.1% |
| Other values (14) | 14 | < 0.1% |
| (Missing) | 177169 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 1685 | |
| 0.9 | 1293 | |
| user | 645 | 16.3% |
| verified | 295 | 7.5% |
| college | 7 | 0.2% |
| premium | 4 | 0.1% |
| information | 2 | 0.1% |
| technology | 2 | 0.1% |
| gym | 1 | < 0.1% |
| 4.15e+14 | 1 | < 0.1% |
| Other values (14) | 14 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2986 | |
| . | 1305 | |
| 9 | 1298 | |
| e | 1257 | |
| r | 949 | 8.8% |
| u | 651 | 6.0% |
| s | 648 | 6.0% |
| i | 602 | 5.6% |
| v | 297 | 2.7% |
| f | 297 | 2.7% |
| Other values (31) | 512 | 4.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10802 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2986 | |
| . | 1305 | |
| 9 | 1298 | |
| e | 1257 | |
| r | 949 | 8.8% |
| u | 651 | 6.0% |
| s | 648 | 6.0% |
| i | 602 | 5.6% |
| v | 297 | 2.7% |
| f | 297 | 2.7% |
| Other values (31) | 512 | 4.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10802 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2986 | |
| . | 1305 | |
| 9 | 1298 | |
| e | 1257 | |
| r | 949 | 8.8% |
| u | 651 | 6.0% |
| s | 648 | 6.0% |
| i | 602 | 5.6% |
| v | 297 | 2.7% |
| f | 297 | 2.7% |
| Other values (31) | 512 | 4.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10802 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2986 | |
| . | 1305 | |
| 9 | 1298 | |
| e | 1257 | |
| r | 949 | 8.8% |
| u | 651 | 6.0% |
| s | 648 | 6.0% |
| i | 602 | 5.6% |
| v | 297 | 2.7% |
| f | 297 | 2.7% |
| Other values (31) | 512 | 4.7% |
Unnamed: 11
Categorical
HIGH CORRELATION IMBALANCE MISSING
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 178696 |
| Missing (%) | 98.7% |
| Memory size | 1.4 MiB |
| 0 | |
|---|---|
| 0.9 | |
| user | |
| verified | 70 |
| 14 | |
| Other values (9) | 11 |
Length
| Max length | 21 |
|---|---|
| Median length | 1 |
| Mean length | 2.1795082 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5318 |
|---|---|
| Distinct characters | 35 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0.9 |
| 4th row | 0 |
| 5th row | user |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1295 | 0.7% |
| 0.9 | 838 | 0.5% |
| user | 212 | 0.1% |
| verified | 70 | < 0.1% |
| 14 | < 0.1% | |
| premium | 2 | < 0.1% |
| College | 2 | < 0.1% |
| Sirakrim | 1 | < 0.1% |
| 0.31564713 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Other values (4) | 4 | < 0.1% |
| (Missing) | 178696 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 1295 | |
| 0.9 | 838 | |
| user | 212 | 8.7% |
| verified | 70 | 2.9% |
| premium | 2 | 0.1% |
| college | 2 | 0.1% |
| sirakrim | 1 | < 0.1% |
| 0.31564713 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| sathya88887@gmail.com | 1 | < 0.1% |
| Other values (3) | 3 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2136 | |
| . | 841 | 15.8% |
| 9 | 839 | 15.8% |
| e | 359 | 6.8% |
| r | 286 | 5.4% |
| u | 214 | 4.0% |
| s | 213 | 4.0% |
| i | 146 | 2.7% |
| f | 70 | 1.3% |
| d | 70 | 1.3% |
| Other values (25) | 144 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5318 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2136 | |
| . | 841 | 15.8% |
| 9 | 839 | 15.8% |
| e | 359 | 6.8% |
| r | 286 | 5.4% |
| u | 214 | 4.0% |
| s | 213 | 4.0% |
| i | 146 | 2.7% |
| f | 70 | 1.3% |
| d | 70 | 1.3% |
| Other values (25) | 144 | 2.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5318 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2136 | |
| . | 841 | 15.8% |
| 9 | 839 | 15.8% |
| e | 359 | 6.8% |
| r | 286 | 5.4% |
| u | 214 | 4.0% |
| s | 213 | 4.0% |
| i | 146 | 2.7% |
| f | 70 | 1.3% |
| d | 70 | 1.3% |
| Other values (25) | 144 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5318 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2136 | |
| . | 841 | 15.8% |
| 9 | 839 | 15.8% |
| e | 359 | 6.8% |
| r | 286 | 5.4% |
| u | 214 | 4.0% |
| s | 213 | 4.0% |
| i | 146 | 2.7% |
| f | 70 | 1.3% |
| d | 70 | 1.3% |
| Other values (25) | 144 | 2.7% |
Unnamed: 12
Categorical
HIGH CORRELATION IMBALANCE MISSING
| Distinct | 13 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 179976 |
| Missing (%) | 99.4% |
| Memory size | 1.4 MiB |
| 0 | |
|---|---|
| 0.9 | |
| user | 56 |
| verified | 33 |
| 3 | |
| Other values (8) | 8 |
Length
| Max length | 22 |
|---|---|
| Median length | 1 |
| Mean length | 1.8094828 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2099 |
|---|---|
| Distinct characters | 33 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 8 ? |
|---|---|
| Unique (%) | 0.7% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0.9 |
| 3rd row | 0.9 |
| 4th row | 0.9 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 840 | 0.5% |
| 0.9 | 220 | 0.1% |
| user | 56 | < 0.1% |
| verified | 33 | < 0.1% |
| 3 | < 0.1% | |
| apandey750@gmail.com | 1 | < 0.1% |
| Pharmacy | 1 | < 0.1% |
| Furniture store | 1 | < 0.1% |
| College | 1 | < 0.1% |
| sathya.com | 1 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
| (Missing) | 179976 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 840 | |
| 0.9 | 220 | 18.9% |
| user | 56 | 4.8% |
| verified | 33 | 2.8% |
| apandey750@gmail.com | 1 | 0.1% |
| pharmacy | 1 | 0.1% |
| furniture | 1 | 0.1% |
| store | 1 | 0.1% |
| college | 1 | 0.1% |
| sathya.com | 1 | 0.1% |
| Other values (6) | 6 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1061 | |
| . | 222 | 10.6% |
| 9 | 220 | 10.5% |
| e | 129 | 6.1% |
| r | 94 | 4.5% |
| i | 71 | 3.4% |
| s | 60 | 2.9% |
| u | 59 | 2.8% |
| d | 35 | 1.7% |
| v | 34 | 1.6% |
| Other values (23) | 114 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2099 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1061 | |
| . | 222 | 10.6% |
| 9 | 220 | 10.5% |
| e | 129 | 6.1% |
| r | 94 | 4.5% |
| i | 71 | 3.4% |
| s | 60 | 2.9% |
| u | 59 | 2.8% |
| d | 35 | 1.7% |
| v | 34 | 1.6% |
| Other values (23) | 114 | 5.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2099 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1061 | |
| . | 222 | 10.6% |
| 9 | 220 | 10.5% |
| e | 129 | 6.1% |
| r | 94 | 4.5% |
| i | 71 | 3.4% |
| s | 60 | 2.9% |
| u | 59 | 2.8% |
| d | 35 | 1.7% |
| v | 34 | 1.6% |
| Other values (23) | 114 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2099 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1061 | |
| . | 222 | 10.6% |
| 9 | 220 | 10.5% |
| e | 129 | 6.1% |
| r | 94 | 4.5% |
| i | 71 | 3.4% |
| s | 60 | 2.9% |
| u | 59 | 2.8% |
| d | 35 | 1.7% |
| v | 34 | 1.6% |
| Other values (23) | 114 | 5.4% |
Unnamed: 13
Categorical
HIGH CORRELATION MISSING
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 180811 |
| Missing (%) | 99.8% |
| Memory size | 1.4 MiB |
| 0 | |
|---|---|
| 0.9 | |
| user | 14 |
| 6 | |
| verified | 3 |
Length
| Max length | 8 |
|---|---|
| Median length | 1 |
| Mean length | 1.6984615 |
| Min length | 1 |
Characters and Unicode
| Total characters | 552 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0.9 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 220 | 0.1% |
| 0.9 | 82 | < 0.1% |
| user | 14 | < 0.1% |
| 6 | < 0.1% | |
| verified | 3 | < 0.1% |
| (Missing) | 180811 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 220 | |
| 0.9 | 82 | 25.7% |
| user | 14 | 4.4% |
| verified | 3 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 302 | |
| . | 82 | 14.9% |
| 9 | 82 | 14.9% |
| e | 20 | 3.6% |
| r | 17 | 3.1% |
| u | 14 | 2.5% |
| s | 14 | 2.5% |
| 6 | 1.1% | |
| i | 6 | 1.1% |
| v | 3 | 0.5% |
| Other values (2) | 6 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 552 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 302 | |
| . | 82 | 14.9% |
| 9 | 82 | 14.9% |
| e | 20 | 3.6% |
| r | 17 | 3.1% |
| u | 14 | 2.5% |
| s | 14 | 2.5% |
| 6 | 1.1% | |
| i | 6 | 1.1% |
| v | 3 | 0.5% |
| Other values (2) | 6 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 552 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 302 | |
| . | 82 | 14.9% |
| 9 | 82 | 14.9% |
| e | 20 | 3.6% |
| r | 17 | 3.1% |
| u | 14 | 2.5% |
| s | 14 | 2.5% |
| 6 | 1.1% | |
| i | 6 | 1.1% |
| v | 3 | 0.5% |
| Other values (2) | 6 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 552 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 302 | |
| . | 82 | 14.9% |
| 9 | 82 | 14.9% |
| e | 20 | 3.6% |
| r | 17 | 3.1% |
| u | 14 | 2.5% |
| s | 14 | 2.5% |
| 6 | 1.1% | |
| i | 6 | 1.1% |
| v | 3 | 0.5% |
| Other values (2) | 6 | 1.1% |
Unnamed: 14
Categorical
HIGH CORRELATION IMBALANCE MISSING
| Distinct | 8 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 181022 |
| Missing (%) | 99.9% |
| Memory size | 1.4 MiB |
| 0 | |
|---|---|
| 0.9 | |
| user | |
| verified | 4 |
| Andhra Pradesh in | 1 |
| Other values (3) | 3 |
Length
| Max length | 17 |
|---|---|
| Median length | 1 |
| Mean length | 2.0964912 |
| Min length | 1 |
Characters and Unicode
| Total characters | 239 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 3.5% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0.9 |
| 3rd row | Andhra Pradesh in |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 82 | < 0.1% |
| 0.9 | 13 | < 0.1% |
| user | 11 | < 0.1% |
| verified | 4 | < 0.1% |
| Andhra Pradesh in | 1 | < 0.1% |
| 9.27E+14 | 1 | < 0.1% |
| College | 1 | < 0.1% |
| 0.30263454 | 1 | < 0.1% |
| (Missing) | 181022 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 82 | |
| 0.9 | 13 | 11.2% |
| user | 11 | 9.5% |
| verified | 4 | 3.4% |
| andhra | 1 | 0.9% |
| pradesh | 1 | 0.9% |
| in | 1 | 0.9% |
| 9.27e+14 | 1 | 0.9% |
| college | 1 | 0.9% |
| 0.30263454 | 1 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 97 | |
| e | 22 | 9.2% |
| r | 17 | 7.1% |
| . | 15 | 6.3% |
| 9 | 14 | 5.9% |
| s | 12 | 5.0% |
| u | 11 | 4.6% |
| i | 9 | 3.8% |
| d | 6 | 2.5% |
| v | 4 | 1.7% |
| Other values (20) | 32 | 13.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 239 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 97 | |
| e | 22 | 9.2% |
| r | 17 | 7.1% |
| . | 15 | 6.3% |
| 9 | 14 | 5.9% |
| s | 12 | 5.0% |
| u | 11 | 4.6% |
| i | 9 | 3.8% |
| d | 6 | 2.5% |
| v | 4 | 1.7% |
| Other values (20) | 32 | 13.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 239 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 97 | |
| e | 22 | 9.2% |
| r | 17 | 7.1% |
| . | 15 | 6.3% |
| 9 | 14 | 5.9% |
| s | 12 | 5.0% |
| u | 11 | 4.6% |
| i | 9 | 3.8% |
| d | 6 | 2.5% |
| v | 4 | 1.7% |
| Other values (20) | 32 | 13.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 239 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 97 | |
| e | 22 | 9.2% |
| r | 17 | 7.1% |
| . | 15 | 6.3% |
| 9 | 14 | 5.9% |
| s | 12 | 5.0% |
| u | 11 | 4.6% |
| i | 9 | 3.8% |
| d | 6 | 2.5% |
| v | 4 | 1.7% |
| Other values (20) | 32 | 13.4% |
Unnamed: 15
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 181105 |
|---|---|
| Missing (%) | > 99.9% |
| Memory size | 1.4 MiB |
Unnamed: 16
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 181119 |
|---|---|
| Missing (%) | > 99.9% |
| Memory size | 1.4 MiB |
Unnamed: 17
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 181128 |
|---|---|
| Missing (%) | > 99.9% |
| Memory size | 1.4 MiB |
Unnamed: 18
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 181133 |
|---|---|
| Missing (%) | > 99.9% |
| Memory size | 1.4 MiB |
Unnamed: 19
Categorical
HIGH CORRELATION MISSING UNIFORM
| Distinct | 2 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 181134 |
| Missing (%) | > 99.9% |
| Memory size | 1.4 MiB |
| 0.0 | |
|---|---|
| 0.9 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 6 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.9 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1 | < 0.1% |
| 0.9 | 1 | < 0.1% |
| (Missing) | 181134 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 1 | |
| 0.9 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3 | |
| . | 2 | |
| 9 | 1 | 16.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3 | |
| . | 2 | |
| 9 | 1 | 16.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3 | |
| . | 2 | |
| 9 | 1 | 16.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3 | |
| . | 2 | |
| 9 | 1 | 16.7% |
Unnamed: 20
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 181135 |
| Missing (%) | > 99.9% |
| Memory size | 1.4 MiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 0.0 |
|---|
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1 | < 0.1% |
| (Missing) | 181135 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2 | |
| . | 1 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2 | |
| . | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2 | |
| . | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2 | |
| . | 1 |
Unnamed: 21
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 181136 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.4 MiB |
Unnamed: 22
Text
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 181135 |
| Missing (%) | > 99.9% |
| Memory size | 1.4 MiB |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 4 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | user |
|---|
| Value | Count | Frequency (%) |
| user | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 1 | |
| s | 1 | |
| e | 1 | |
| r | 1 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| u | 1 | |
| s | 1 | |
| e | 1 | |
| r | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| u | 1 | |
| s | 1 | |
| e | 1 | |
| r | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| u | 1 | |
| s | 1 | |
| e | 1 | |
| r | 1 |
Unnamed: 23
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 181135 |
| Missing (%) | > 99.9% |
| Memory size | 1.4 MiB |
| 0.9 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 0.9 |
|---|
Common Values
| Value | Count | Frequency (%) |
| 0.9 | 1 | < 0.1% |
| (Missing) | 181135 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.9 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1 | |
| . | 1 | |
| 9 | 1 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1 | |
| . | 1 | |
| 9 | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1 | |
| . | 1 | |
| 9 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1 | |
| . | 1 | |
| 9 | 1 |
Unnamed: 24
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 181135 |
| Missing (%) | > 99.9% |
| Memory size | 1.4 MiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 0.0 |
|---|
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1 | < 0.1% |
| (Missing) | 181135 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2 | |
| . | 1 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2 | |
| . | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2 | |
| . | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2 | |
| . | 1 |
Unnamed: 25
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 181136 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.4 MiB |
Unnamed: 26
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 181136 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.4 MiB |
Unnamed: 27
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 181136 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.4 MiB |
| Number | Unnamed: 10 | Unnamed: 11 | Unnamed: 12 | Unnamed: 13 | Unnamed: 14 | Unnamed: 19 | |
|---|---|---|---|---|---|---|---|
| Number | 1.000 | 0.077 | 0.024 | 0.032 | 0.000 | 0.000 | 1.000 |
| Unnamed: 10 | 0.077 | 1.000 | 0.575 | 0.821 | 0.853 | 0.560 | 0.000 |
| Unnamed: 11 | 0.024 | 0.575 | 1.000 | 0.836 | 0.640 | 0.654 | NaN |
| Unnamed: 12 | 0.032 | 0.821 | 0.836 | 1.000 | 0.761 | 0.807 | 1.000 |
| Unnamed: 13 | 0.000 | 0.853 | 0.640 | 0.761 | 1.000 | 0.756 | 0.000 |
| Unnamed: 14 | 0.000 | 0.560 | 0.654 | 0.807 | 0.756 | 1.000 | NaN |
| Unnamed: 19 | 1.000 | 0.000 | NaN | 1.000 | 0.000 | NaN | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| Number | Carrier | Name | Gender | State | JobTitle | CompanyName | Unnamed: 10 | Unnamed: 11 | Unnamed: 12 | Unnamed: 13 | Unnamed: 14 | Unnamed: 15 | Unnamed: 16 | Unnamed: 17 | Unnamed: 18 | Unnamed: 19 | Unnamed: 20 | Unnamed: 21 | Unnamed: 22 | Unnamed: 23 | Unnamed: 24 | Unnamed: 25 | Unnamed: 26 | Unnamed: 27 | ||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 9.172070e+11 | Tata Docomo | Hire Kart Cabs | NaN | Andhra Pradesh in | NaN | NaN | sanjeeva.g@hirekart.com | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 9.172070e+11 | Tata Docomo | Majith Shareef | NaN | Andhra Pradesh in | NaN | NaN | abdulmoid7866@gmail.com | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | 9.172070e+11 | Tata Docomo | Shivani | NaN | Andhra Pradesh | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | 9.172070e+11 | Tata Docomo | Reddy Kailasgeri Photo | NaN | Andhra Pradesh | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | 9.172070e+11 | Tata Docomo | A. E. T Rohith 1 | NaN | Andhra Pradesh | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | 9.172070e+11 | Tata Docomo | Naga Bhushana | NaN | Andhra Pradesh in | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | 9.172070e+11 | Tata Docomo | T P | NaN | Andhra Pradesh in | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 7 | 9.172070e+11 | Tata Docomo | Sri Sruthi | NaN | Andhra Pradesh in | NaN | NaN | sruthidolls16@gmail.com | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 8 | 9.172070e+11 | Tata Docomo | Hari | NaN | Andhra Pradesh | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9 | 9.172070e+11 | Tata Docomo | Sai Pal Gun Kts | NaN | Andhra Pradesh | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Number | Carrier | Name | Gender | State | JobTitle | CompanyName | Unnamed: 10 | Unnamed: 11 | Unnamed: 12 | Unnamed: 13 | Unnamed: 14 | Unnamed: 15 | Unnamed: 16 | Unnamed: 17 | Unnamed: 18 | Unnamed: 19 | Unnamed: 20 | Unnamed: 21 | Unnamed: 22 | Unnamed: 23 | Unnamed: 24 | Unnamed: 25 | Unnamed: 26 | Unnamed: 27 | ||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 181126 | 9.178420e+11 | Tata Docomo | Naveen N | NaN | Andhra Pradesh in | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 181127 | 9.178420e+11 | Tata Docomo | Satish Love U Ra | NaN | Andhra Pradesh in | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 181128 | 9.178420e+11 | Tata Docomo | Mohd Omer Shareef | NaN | Andhra Pradesh in | NaN | NaN | Omershareef@gmail.com | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 181129 | 9.178420e+11 | Tata Docomo | Shabaz | NaN | Andhra Pradesh | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 181130 | 9.178420e+11 | Tata Docomo | Padma Padmavathi | NaN | Andhra Pradesh in | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 181131 | 9.178420e+11 | Tata Docomo | Khaleel Mohammed | NaN | Andhra Pradesh in | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 181132 | 9.178420e+11 | Tata Docomo | Visalakshi | NaN | Andhra Pradesh | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 181133 | 9.178420e+11 | Tata Docomo | Shahnaaz Shaaz | NaN | Andhra Pradesh in | NaN | NaN | shahnaazshaik44@gmail.com | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 181134 | 9.178420e+11 | Tata Docomo | Ravali Thateepalli | NaN | Andhra Pradesh in | NaN | NaN | ravali3493@gmail.com | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 181135 | 9.178420e+11 | Tata Docomo | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
Most frequently occurring
| Number | Carrier | Name | Gender | State | JobTitle | CompanyName | Unnamed: 10 | Unnamed: 11 | Unnamed: 12 | Unnamed: 13 | Unnamed: 14 | Unnamed: 19 | Unnamed: 20 | Unnamed: 22 | Unnamed: 23 | Unnamed: 24 | # duplicates | ||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5295 | 9.176590e+11 | Tata Docomo | NaN | NaN | Punjab | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1466 |
| 2786 | 9.172080e+11 | Tata Docomo | NaN | NaN | Andhra Pradesh | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1203 |
| 5176 | 9.176580e+11 | Tata Docomo | NaN | NaN | Punjab | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1154 |
| 5154 | 9.174170e+11 | Tata Docomo | NaN | NaN | Andhra Pradesh | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 919 |
| 1396 | 9.172070e+11 | Tata Docomo | NaN | NaN | Andhra Pradesh | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 912 |
| 1397 | 9.172070e+11 | Tata Docomo | NaN | NaN | Andhra Pradesh in | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 621 |
| 2787 | 9.172080e+11 | Tata Docomo | NaN | NaN | Andhra Pradesh in | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 540 |
| 3939 | 9.174160e+11 | Tata Docomo | NaN | NaN | Andhra Pradesh in | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 521 |
| 3938 | 9.174160e+11 | Tata Docomo | NaN | NaN | Andhra Pradesh | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 493 |
| 5155 | 9.174170e+11 | Tata Docomo | NaN | NaN | Andhra Pradesh in | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 493 |